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Experiments with Seasonal Forecasts of ocean conditions for the Northern region of the California Current upwelling system

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https://ir.library.oregonstate.edu/concern/articles/pr76f5044

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  • Resource managers at the state, federal, and tribal levels make decisions on a weekly to quarterly basis, and fishers operate on a similar timeframe. To determine the potential of a support tool for these efforts, a seasonal forecast system is experimented with here. JISAO’s Seasonal Coastal Ocean Prediction of the Ecosystem (J-SCOPE) features dynamical downscaling of regional ocean conditions in Washington and Oregon waters using a combination of a high-resolution regional model with biogeochemistry and forecasts from NOAA’s Climate Forecast System (CFS). Model performance and predictability were examined for sea surface temperature (SST), bottom temperature, bottom oxygen, pH, and aragonite saturation state through model hindcasts, reforecast, and forecast comparisons with observations. Results indicate J-SCOPE forecasts have measurable skill on seasonal timescales. Experiments suggest that seasonal forecasting of ocean conditions important for fisheries is possible with the right combination of components. Those components include regional predictability on seasonal timescales of the physical environment from a large-scale model, a high-resolution regional model with biogeochemistry that simulates seasonal conditions in hindcasts, a relationship with local stakeholders, and a real-time observational network. Multiple efforts and approaches in different regions would advance knowledge to provide additional tools to fishers and other stakeholders.
  • NOAA data is available from CDIAC (http://cdiac.ornl.gov). Data from Newport is available upon request by emailing Bill Peterson (bill.peterson@noaa.gov), and for the NH10 temperature moored time series, that is available upon request by emailing Mike Kosro (kosro@coas.oregonstate.edu). Data from the OCNMS is available on their website http://olympiccoast.noaa.gov/science/oceanography/oceanographic_moorings/oceanographic_moorings_data.html). This is PMEL contribution number 4395 and JISAO contribution number 2709.
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  • Siedlecki, S. A., Kaplan, I. C., Hermann, A. J., Nguyen, T. T., Bond, N. A., Newton, J. A., ... & Feely, R. A. (2016). Experiments with Seasonal Forecasts of ocean conditions for the Northern region of the California Current upwelling system. Scientific Reports, 6, 27203. doi:10.1038/srep27203
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  • 6
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  • Computations were done on the University of Washington Hyak supercomputer system, supported in part by the University of Washington eScience Institute. The NOAA Fisheries and the Environment (FATE) program and NOAA NWFSC provided funding, and some of this work was leveraged from the U.S. IOOS award to NANOOS. The NOAA Ocean Acidification Program supported SA and RF. Data were provided by multiple sources, including NANOOS, the Olympic Coastal Marine Sanctuary, NOAA PMEL, NOAA NWFSC, and Mike Kosro for NH10.
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file details SiedleckiExperimentswithSeasonalForecasts.pdf 07/26/2017 Público
file details SiedleckiExperimentswithSeasonalForecastsSupplement.pdf 07/26/2017 Público